{"id":"W4417273119","doi":"10.31399/asm.hb.v25a.a0007124","title":"Introduction to Residual Stress Measurement","year":2025,"lang":"en","type":"book-chapter","venue":"ASM International eBooks","topic":"Welding Techniques and Residual Stresses","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Residual stress; Residual; Stress (linguistics); Measure (data warehouse); Nondestructive testing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005326708,0.00133622,0.0007276796,0.002391999,0.0007009702,0.001646786,0.001554064,0.001637671,0.07137694],"category_scores_gemma":[0.001116671,0.0008817448,0.0005288835,0.002246145,0.0008270488,0.002302521,0.001066794,0.002498232,0.03976235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006683742,"about_ca_system_score_gemma":0.0006413727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001129908,"about_ca_topic_score_gemma":0.001365646,"domain_scores_codex":[0.9992691,0.00005165701,0.00004211219,0.0001680161,0.0004417512,0.00002741072],"domain_scores_gemma":[0.999119,0.0002552855,0.00003745402,0.00008932977,0.0004638619,0.00003505525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000580862,0.0000950108,0.0004084998,0.00157367,0.00001412258,0.0003354888,0.0004643183,0.00186081,0.02355117,0.0572339,0.2000284,0.7143765],"study_design_scores_gemma":[0.000002743665,0.0000495291,0.0004294231,0.0002873993,0.000003692448,0.0005069472,0.00004980477,0.0007220485,0.003360578,0.01042326,0.984141,0.00002354992],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.003578091,0.1134412,0.3821051,0.004625071,0.01064606,0.0005899114,0.003135448,0.006636658,0.4752424],"genre_scores_gemma":[0.02276824,0.08125322,0.153203,0.003278124,0.0031258,0.0005386642,0.003483426,0.001701928,0.7306476],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.07137694,"threshold_uncertainty_score":0.2387797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01519199567834797,"score_gpt":0.2247263364146543,"score_spread":0.2095343407363063,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}